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Fix ram problems #23

Merged
merged 3 commits into from Nov 15, 2021
Merged

Fix ram problems #23

merged 3 commits into from Nov 15, 2021

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maurapintor
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Changelog

  • Fixed CW attack memory problem
  • Efficient computation of adversarial examples in maximum-norm case

What kind of change does this PR introduce?

  • Clear cache for CW attack (temporary fix until secml is updated to support optional caching).

  • PGD attack is run, for each value of perturbation, only in the cases that were not found adversarial for smaller norms.

  • Other information:

    Fixes Memory problems when running complete evaluation #21

@maurapintor maurapintor self-assigned this Nov 15, 2021
@maurapintor maurapintor merged commit 7a76f33 into main Nov 15, 2021
@maurapintor maurapintor deleted the fix_ram_problems branch November 15, 2021 14:06
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Memory problems when running complete evaluation
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